Description

This analysis provides a forecast of ETH prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-03 3100.202361 3329.864302 3560.050344 3807.749171 4066.436659 4328.317766 4613.156400
2025-08-10 2712.306455 3060.545326 3420.392988 3818.800081 4246.342219 4690.222843 5184.742525
2025-08-17 2434.206213 2853.477751 3296.909037 3798.320893 4347.062313 4927.000089 5583.881297
2025-08-24 2248.916178 2722.723492 3233.663648 3821.472479 4474.977241 5175.389978 5978.982226
2025-08-31 2064.851954 2576.752720 3138.821875 3795.708898 4536.395789 5340.143375 6272.669094
2025-09-07 1958.651228 2509.298577 3123.357639 3850.614111 4680.347082 5589.939454 6654.912459
2025-09-14 1839.160566 2418.066263 3073.494194 3859.751276 4766.879943 5770.880698 6956.381485
2025-09-21 1725.401679 2326.521073 3017.136018 3855.770556 4833.553267 5925.435503 7224.807068
2025-09-28 1584.696768 2195.347621 2907.894628 3784.267770 4817.204704 5981.226095 7377.441493
2025-10-05 1570.038538 2215.484345 2976.584660 3920.681898 5041.455674 6312.016528 7843.880148
2025-10-12 1520.050385 2188.872604 2986.645203 3985.392607 5180.203337 6543.325039 8195.753455
2025-10-19 1450.809966 2134.699628 2960.395367 4004.095083 5262.665339 6707.923344 8469.677570
2025-10-26 1372.422066 2067.084817 2916.791583 4001.878791 5321.368283 6846.934582 8717.327850
2025-11-02 1305.317379 2011.241773 2885.666233 4013.269326 5395.365891 7003.556972 8985.866540
2025-11-09 1227.927206 1938.402699 2830.255756 3992.114081 5427.914841 7109.584571 9193.850171
2025-11-16 1176.000038 1896.897860 2812.532002 4016.029369 5513.866075 7278.099076 9474.940715
2025-11-23 1105.597301 1827.382834 2756.319729 3989.415814 5536.102312 7369.109650 9663.208871
2025-11-30 1074.689633 1810.348658 2766.840152 4046.130010 5660.269966 7582.097408 9996.527794
2025-12-07 1026.386469 1767.070571 2741.347164 4055.567342 5724.792988 7722.480188 10242.817938
2025-12-14 975.547693 1718.043881 2706.484509 4051.455881 5771.232775 7840.129481 10461.354000
2025-12-21 901.052064 1632.034435 2619.583215 3977.596582 5728.110163 7847.079322 10545.246658
2025-12-28 910.306195 1667.704659 2697.037822 4118.493300 5956.660357 8187.186389 11033.012519
2026-01-04 892.370659 1662.516763 2718.321939 4185.311296 6091.176962 8412.036347 11381.533035